Open workspace

How we build

Developmentlifecycle

The process behind the SKS ecosystem. Follow each stage from planning and modular development to testing, deployment, and maintenance.

01 / System planning

A web application for administration, system monitoring, AI resource management, and development tracking. Accessible in modern browsers on desktop, tablet, and mobile. Each authorised user sees only the functions for their role.

02 / Requirements11 modules

Authentication & Security

Login, roles, permissions, access control, audit logs

User Management

User accounts, departments, role assignment, project access

Dashboard

System overview, project status, AI usage, alerts

Project Management

Projects, milestones, owners, priorities, project status

Development Tracking

Progress updates, developer notes, completion %, issues, reviews

AI Model Gateway

Cloud models, local models, model routing, model access

Usage Control

AI usage, quotas, budgets, limits, cost tracking

System Monitoring

System health, AI services, performance, errors, alerts

Administration

System settings, AI settings, usage policies, configuration

Files & Documentation

Project files, documents, screenshots, version history

Integration & API

Connect Projects A–E, APIs, webhooks, external services

03 / System designCentral control + modular architecture
AreaThis passLater
FrontendNext.js, React, TypeScriptVercel hosting
DataTyped local storeSupabase PostgreSQL
AuthenticationDemo roles in the browserSupabase Auth + RLS
FilesCatalog and version listCloudflare R2
AI GatewayRouting boardCloud and local model keys
AutomationIn-app audit trailn8n workflows
04 / Development stages

Stage 01

System Foundation

Next.js, React, TypeScript, project structure, and core APIs. This local checkout is the foundation. Supabase, Vercel, and Cloudflare R2 stay as later environments.

Stage 02

Authentication & User Management

Login, accounts, roles, permissions, and access control for the five control-center roles.

Stage 03

Dashboard & Project Management

Main dashboard, project records, milestones, status, and team assignment across the ecosystem.

Stage 04

Development Tracking

Developer updates, project progress, issues, and blockers.

Stage 05

AI Model Gateway & Usage Control

Cloud and local model connection, routing, usage tracking, quotas, and budgets.

Stage 06

Monitoring & Administration

System monitoring, alerts, logs, configuration, and administrative controls.

Stage 07

Integration & API

Connect Project 0 with Projects A–E and external services. Project E is the local SKS TECH desk.

Stage 08

System Integration & Stabilisation

Integrate all modules, resolve issues, and prepare the system for testing and deployment.

05 / Testing

Unit Testing

Authentication, user management, permissions, project functions, usage control, AI gateway, APIs, and store functions.

Integration Testing

Frontend and store, Project 0 to Projects A–E, local desk link for Project E, files, and notifications.

System Testing

Full user workflows, security, dashboard, project tracking, AI gateway, usage control, monitoring, and overall behaviour.

06 / DeploymentDevelopment · Staging · Production
  1. 01Environment setup for Vercel, Supabase, Cloudflare R2, and env vars
  2. 02Database deployment with tables, relationships, RLS, and seed data
  3. 03Application deployment to Vercel
  4. 04Authentication and security policies
  5. 05AI gateway endpoints for cloud and local models
  6. 06Integration with Projects A–E
  7. 07Monitoring, backups, and recovery
  8. 08Production release with administrator accounts
07 / MaintenanceMonitor → Identify → Fix → Test → Deploy → Review
  • Bug fixing
  • Security patches and access review
  • Performance of app, database, and APIs
  • Database backups and cleanup
  • AI model and routing updates
  • Vercel, Supabase, and R2 upkeep
  • APIs and webhooks with A–E
  • Health, logs, and alerts
  • Users, quotas, and usage policies
  • Feature enhancement
  • Backup and recovery drills
  • Continuous improvement from usage data